Pandas Profiling Report

Dataset statistics

Number of variables	16
Number of observations	1165
Missing cells	8199
Missing cells (%)	44.0%
Duplicate rows	37
Duplicate rows (%)	3.2%
Total size in memory	145.8 KiB
Average record size in memory	128.1 B

Variable types

Categorical	4
Numeric	12

Alerts

Dataset has 37 (3.2%) duplicate rows	Duplicates
`Excipients_1` has a high cardinality: 93 distinct values	High cardinality
`Application Rate (%)` is highly overall correlated with `Excipients_1`	High correlation
`initial TN(%)` is highly overall correlated with `initial CN(%)`	High correlation
`initial TC(%)` is highly overall correlated with `CO2-C loss (%)`	High correlation
`initial CN(%)` is highly overall correlated with `initial TN(%)`	High correlation
`TN loss (%)` is highly overall correlated with `NH3-N loss (%)`	High correlation
`NH3-N loss (%)` is highly overall correlated with `TN loss (%)`	High correlation
`N2O-N loss (%)` is highly overall correlated with `TC loss (%)`	High correlation
`TC loss (%)` is highly overall correlated with `N2O-N loss (%)` and 1 other fields	High correlation
`CO2-C loss (%)` is highly overall correlated with `initial TC(%)` and 1 other fields	High correlation
`material_0` is highly overall correlated with `material_1` and 1 other fields	High correlation
`material_1` is highly overall correlated with `material_0` and 1 other fields	High correlation
`Excipients_1` is highly overall correlated with `Application Rate (%)` and 2 other fields	High correlation
`material_0` has 87 (7.5%) missing values	Missing
`material_1` has 409 (35.1%) missing values	Missing
`Excipients_1` has 498 (42.7%) missing values	Missing
`Additive Species` has 810 (69.5%) missing values	Missing
`Application Rate (%)` has 948 (81.4%) missing values	Missing
`initial moisture content(%)` has 256 (22.0%) missing values	Missing
`initial pH` has 306 (26.3%) missing values	Missing
`initial TN(%)` has 214 (18.4%) missing values	Missing
`initial TC(%)` has 222 (19.1%) missing values	Missing
`initial CN(%)` has 262 (22.5%) missing values	Missing
`TN loss (%)` has 558 (47.9%) missing values	Missing
`NH3-N loss (%)` has 460 (39.5%) missing values	Missing
`N2O-N loss (%)` has 631 (54.2%) missing values	Missing
`TC loss (%)` has 795 (68.2%) missing values	Missing
`CH4-C loss (%)` has 769 (66.0%) missing values	Missing
`CO2-C loss (%)` has 974 (83.6%) missing values	Missing

Reproduction

Analysis started	2024-04-23 06:03:41.111250
Analysis finished	2024-04-23 06:03:50.287217
Duration	9.18 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

material_0
Categorical

HIGH CORRELATION MISSING

Distinct	6
Distinct (%)	0.6%
Missing	87
Missing (%)	7.5%
Memory size	9.2 KiB

Manure	673
Sewage sludge	185
Lignin	87
Food waste	86
Digestate	43

Length

Max length	13
Median length	6
Mean length	7.6363636
Min length	5

Characters and Unicode

Total characters	8232
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manure
2nd row	Manure
3rd row	Manure
4th row	Manure
5th row	Manure

Common Values

Value	Count	Frequency (%)
Manure	673	57.8%
Sewage sludge	185	15.9%
Lignin	87	7.5%
Food waste	86	7.4%
Digestate	43	3.7%
Other	4	0.3%
(Missing)	87	7.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manure	673	49.9%
sewage	185	13.7%
sludge	185	13.7%
lignin	87	6.4%
food	86	6.4%
waste	86	6.4%
digestate	43	3.2%
other	4	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	1404	17.1%
a	987	12.0%
u	858	10.4%
n	847	10.3%
r	677	8.2%
M	673	8.2%
g	500	6.1%
s	314	3.8%
w	271	3.3%
	271	3.3%
Other values (11)	1430	17.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6883	83.6%
Uppercase Letter	1078	13.1%
Space Separator	271	3.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1404	20.4%
a	987	14.3%
u	858	12.5%
n	847	12.3%
r	677	9.8%
g	500	7.3%
s	314	4.6%
w	271	3.9%
d	271	3.9%
i	217	3.2%
Other values (4)	537	7.8%

Uppercase Letter

Value	Count	Frequency (%)
M	673	62.4%
S	185	17.2%
L	87	8.1%
F	86	8.0%
D	43	4.0%
O	4	0.4%

Space Separator

Value	Count	Frequency (%)
	271	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7961	96.7%
Common	271	3.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1404	17.6%
a	987	12.4%
u	858	10.8%
n	847	10.6%
r	677	8.5%
M	673	8.5%
g	500	6.3%
s	314	3.9%
w	271	3.4%
d	271	3.4%
Other values (10)	1159	14.6%

Common

Value	Count	Frequency (%)
	271	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1404	17.1%
a	987	12.0%
u	858	10.4%
n	847	10.3%
r	677	8.2%
M	673	8.2%
g	500	6.1%
s	314	3.8%
w	271	3.3%
	271	3.3%
Other values (11)	1430	17.4%

material_1
Categorical

HIGH CORRELATION MISSING

Distinct	13
Distinct (%)	1.7%
Missing	409
Missing (%)	35.1%
Memory size	9.2 KiB

Swine manure	319
Cow manure	172
Poultry manure	131
Manure	43
Digestate	28
Other values (8)	63

Length

Max length	14
Median length	13
Mean length	11.058201
Min length	5

Characters and Unicode

Total characters	8360
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Swine manure
2nd row	Swine manure
3rd row	Swine manure
4th row	Swine manure
5th row	Cow manure

Common Values

Value	Count	Frequency (%)
Swine manure	319	27.4%
Cow manure	172	14.8%
Poultry manure	131	11.2%
Manure	43	3.7%
Digestate	28	2.4%
OFMSW	25	2.1%
Yard Waste	13	1.1%
Sludge	10	0.9%
Horse manure	5	0.4%
Food Waste	5	0.4%
Other values (3)	5	0.4%
(Missing)	409	35.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
manure	673	48.0%
swine	319	22.7%
cow	172	12.3%
poultry	131	9.3%
digestate	28	2.0%
ofmsw	25	1.8%
waste	18	1.3%
yard	13	0.9%
sludge	10	0.7%
horse	5	0.4%
Other values (3)	9	0.6%

Most occurring characters

Value	Count	Frequency (%)
e	1083	13.0%
n	994	11.9%
r	824	9.9%
u	816	9.8%
a	734	8.8%
	650	7.8%
m	631	7.5%
w	491	5.9%
S	354	4.2%
i	347	4.2%
Other values (17)	1436	17.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6836	81.8%
Uppercase Letter	874	10.5%
Space Separator	650	7.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1083	15.8%
n	994	14.5%
r	824	12.1%
u	816	11.9%
a	734	10.7%
m	631	9.2%
w	491	7.2%
i	347	5.1%
o	318	4.7%
t	207	3.0%
Other values (6)	391	5.7%

Uppercase Letter

Value	Count	Frequency (%)
S	354	40.5%
C	172	19.7%
P	131	15.0%
M	69	7.9%
W	43	4.9%
F	30	3.4%
D	28	3.2%
O	27	3.1%
Y	13	1.5%
H	7	0.8%

Space Separator

Value	Count	Frequency (%)
	650	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7710	92.2%
Common	650	7.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1083	14.0%
n	994	12.9%
r	824	10.7%
u	816	10.6%
a	734	9.5%
m	631	8.2%
w	491	6.4%
S	354	4.6%
i	347	4.5%
o	318	4.1%
Other values (16)	1118	14.5%

Common

Value	Count	Frequency (%)
	650	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1083	13.0%
n	994	11.9%
r	824	9.9%
u	816	9.8%
a	734	8.8%
	650	7.8%
m	631	7.5%
w	491	5.9%
S	354	4.2%
i	347	4.2%
Other values (17)	1436	17.2%

Excipients_1
Categorical

HIGH CARDINALITY HIGH CORRELATION MISSING

Distinct	93
Distinct (%)	13.9%
Missing	498
Missing (%)	42.7%
Memory size	9.2 KiB

Corn stalk	133
Sawdust	91
Wheat straw	76
Rice straw	40
Plant straw	24
Other values (88)	303

Length

Max length	55
Median length	37
Mean length	12.242879
Min length	4

Characters and Unicode

Total characters	8166
Distinct characters	44
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	5.7%

Sample

1st row	Corn stalk
2nd row	Corn stalk
3rd row	Corn stalk
4th row	Corn stalk
5th row	Sawdust

Common Values

Value	Count	Frequency (%)
Corn stalk	133	11.4%
Sawdust	91	7.8%
Wheat straw	76	6.5%
Rice straw	40	3.4%
Plant straw	24	2.1%
Cornstalk	23	2.0%
Mushroom residue	17	1.5%
Rice husk	13	1.1%
Sawdust	12	1.0%
Dariy manure + Tomato stalks	11	0.9%
Other values (83)	227	19.5%
(Missing)	498	42.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
straw	173	13.0%
corn	138	10.4%
stalk	136	10.2%
sawdust	117	8.8%
wheat	84	6.3%
rice	66	5.0%
manure	39	2.9%
	37	2.8%
waste	34	2.6%
residue	33	2.5%
Other values (105)	472	35.5%

Most occurring characters

Value	Count	Frequency (%)
a	891	10.9%
t	768	9.4%
s	764	9.4%
	684	8.4%
r	621	7.6%
e	564	6.9%
w	390	4.8%
u	385	4.7%
o	374	4.6%
n	289	3.5%
Other values (34)	2436	29.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6642	81.3%
Uppercase Letter	727	8.9%
Space Separator	684	8.4%
Math Symbol	101	1.2%
Other Punctuation	8	0.1%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	891	13.4%
t	768	11.6%
s	764	11.5%
r	621	9.3%
e	564	8.5%
w	390	5.9%
u	385	5.8%
o	374	5.6%
n	289	4.4%
l	285	4.3%
Other values (14)	1311	19.7%

Uppercase Letter

Value	Count	Frequency (%)
S	204	28.1%
C	171	23.5%
W	85	11.7%
R	70	9.6%
M	58	8.0%
P	49	6.7%
T	18	2.5%
G	16	2.2%
B	15	2.1%
F	14	1.9%
Other values (5)	27	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	4	50.0%
.	4	50.0%

Space Separator

Value	Count	Frequency (%)
	684	100.0%

Math Symbol

Value	Count	Frequency (%)
+	101	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7369	90.2%
Common	797	9.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	891	12.1%
t	768	10.4%
s	764	10.4%
r	621	8.4%
e	564	7.7%
w	390	5.3%
u	385	5.2%
o	374	5.1%
n	289	3.9%
l	285	3.9%
Other values (29)	2038	27.7%

Common

Value	Count	Frequency (%)
	684	85.8%
+	101	12.7%
-	4	0.5%
,	4	0.5%
.	4	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8166	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	891	10.9%
t	768	9.4%
s	764	9.4%
	684	8.4%
r	621	7.6%
e	564	6.9%
w	390	4.8%
u	385	4.7%
o	374	4.6%
n	289	3.5%
Other values (34)	2436	29.8%

Additive Species
Categorical

Distinct	4
Distinct (%)	1.1%
Missing	810
Missing (%)	69.5%
Memory size	9.2 KiB

Physical	227
Chemical	85
Biological	28
Mixture	15

Length

Max length	10
Median length	8
Mean length	8.115493
Min length	7

Characters and Unicode

Total characters	2881
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Chemical
2nd row	Chemical
3rd row	Chemical
4th row	Physical
5th row	Physical

Common Values

Value	Count	Frequency (%)
Physical	227	19.5%
Chemical	85	7.3%
Biological	28	2.4%
Mixture	15	1.3%
(Missing)	810	69.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
physical	227	63.9%
chemical	85	23.9%
biological	28	7.9%
mixture	15	4.2%

Most occurring characters

Value	Count	Frequency (%)
i	383	13.3%
l	368	12.8%
c	340	11.8%
a	340	11.8%
h	312	10.8%
P	227	7.9%
y	227	7.9%
s	227	7.9%
e	100	3.5%
C	85	3.0%
Other values (9)	272	9.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2526	87.7%
Uppercase Letter	355	12.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	383	15.2%
l	368	14.6%
c	340	13.5%
a	340	13.5%
h	312	12.4%
y	227	9.0%
s	227	9.0%
e	100	4.0%
m	85	3.4%
o	56	2.2%
Other values (5)	88	3.5%

Uppercase Letter

Value	Count	Frequency (%)
P	227	63.9%
C	85	23.9%
B	28	7.9%
M	15	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2881	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	383	13.3%
l	368	12.8%
c	340	11.8%
a	340	11.8%
h	312	10.8%
P	227	7.9%
y	227	7.9%
s	227	7.9%
e	100	3.5%
C	85	3.0%
Other values (9)	272	9.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2881	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	383	13.3%
l	368	12.8%
c	340	11.8%
a	340	11.8%
h	312	10.8%
P	227	7.9%
y	227	7.9%
s	227	7.9%
e	100	3.5%
C	85	3.0%
Other values (9)	272	9.4%

Application Rate (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	82
Distinct (%)	37.8%
Missing	948
Missing (%)	81.4%
Infinite	0
Infinite (%)	0.0%
Mean	12.439352

Minimum	0.002
Maximum	51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.002
5-th percentile	0.976
Q1	5
median	10
Q3	18
95-th percentile	32.04
Maximum	51
Range	50.998
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.9579927
Coefficient of variation (CV)	0.80052341
Kurtosis	1.5824732
Mean	12.439352
Median Absolute Deviation (MAD)	5.2
Skewness	1.2022293
Sum	2699.3394
Variance	99.161618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	33	2.8%
5	19	1.6%
23	13	1.1%
1	9	0.8%
25	6	0.5%
33	6	0.5%
14	6	0.5%
15	6	0.5%
20	5	0.4%
6	5	0.4%
Other values (72)	109	9.4%
(Missing)	948	81.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002	1	0.1%
0.25	3	0.3%
0.4	3	0.3%
0.409	1	0.1%
0.454	1	0.1%
0.497	1	0.1%
0.88	1	0.1%
1	9	0.8%
1.5	1	0.1%
1.76	1	0.1%

Value	Count	Frequency (%)
51	1	0.1%
50	1	0.1%
47	1	0.1%
42	1	0.1%
35	1	0.1%
33	6	0.5%
31.8	1	0.1%
31.3	1	0.1%
30	3	0.3%
27	2	0.2%

initial moisture content(%)
Real number (ℝ)

Distinct	370
Distinct (%)	40.7%
Missing	256
Missing (%)	22.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.270385

Minimum	40
Maximum	89.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	40
5-th percentile	52.88
Q1	60
median	65
Q3	70
95-th percentile	81.08
Maximum	89.8
Range	49.8
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.1510012
Coefficient of variation (CV)	0.12488054
Kurtosis	0.5325882
Mean	65.270385
Median Absolute Deviation (MAD)	5
Skewness	0.3839093
Sum	59330.78
Variance	66.43882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	115	9.9%
65	93	8.0%
55	21	1.8%
70	18	1.5%
63	17	1.5%
61	10	0.9%
64	9	0.8%
65.4	9	0.8%
76.28	9	0.8%
58	9	0.8%
Other values (360)	599	51.4%
(Missing)	256	22.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	2	0.2%
43.61	1	0.1%
44	1	0.1%
45	1	0.1%
45	2	0.2%
45.32	1	0.1%
46.3	1	0.1%
46.7	1	0.1%
46.9	2	0.2%
47.5	2	0.2%

Value	Count	Frequency (%)
89.8	1	0.1%
88.5	7	0.6%
86	1	0.1%
85.33	2	0.2%
85	3	0.3%
84.89	1	0.1%
84.66	2	0.2%
84.3	4	0.3%
84.1	1	0.1%
84	1	0.1%

initial pH
Real number (ℝ)

Distinct	376
Distinct (%)	43.8%
Missing	306
Missing (%)	26.3%
Infinite	0
Infinite (%)	0.0%
Mean	7.5032901

Minimum	3.51
Maximum	10.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	3.51
5-th percentile	5.9
Q1	7.003182
median	7.6
Q3	8.1
95-th percentile	8.8
Maximum	10.7
Range	7.19
Interquartile range (IQR)	1.096818

Descriptive statistics

Standard deviation	0.90939034
Coefficient of variation (CV)	0.12119888
Kurtosis	0.99300558
Mean	7.5032901
Median Absolute Deviation (MAD)	0.52
Skewness	-0.50184861
Sum	6445.3262
Variance	0.82699078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.6	25	2.1%
7.8	23	2.0%
7.6	22	1.9%
7.1	18	1.5%
8	17	1.5%
6.5	17	1.5%
8.2	16	1.4%
7.4	16	1.4%
7.845613506	15	1.3%
6.9	14	1.2%
Other values (366)	676	58.0%
(Missing)	306	26.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.51	1	0.1%
4.28	1	0.1%
4.42231	1	0.1%
4.43	1	0.1%
4.45	1	0.1%
4.8	1	0.1%
4.81275	1	0.1%
4.92	1	0.1%
5	1	0.1%
5.01	1	0.1%

Value	Count	Frequency (%)
10.7	1	0.1%
10.32	2	0.2%
10	1	0.1%
9.8	2	0.2%
9.6	1	0.1%
9.4	1	0.1%
9.35	1	0.1%
9.33	1	0.1%
9.2	1	0.1%
9.19	1	0.1%

initial TN(%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	640
Distinct (%)	67.3%
Missing	214
Missing (%)	18.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.34614

Minimum	0.37
Maximum	11.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.37
5-th percentile	1.04
Q1	1.6163244
median	1.9902175
Q3	2.6
95-th percentile	4.865
Maximum	11.58
Range	11.21
Interquartile range (IQR)	0.98367557

Descriptive statistics

Standard deviation	1.461799
Coefficient of variation (CV)	0.62306556
Kurtosis	11.537899
Mean	2.34614
Median Absolute Deviation (MAD)	0.47021745
Skewness	3.0411443
Sum	2231.1791
Variance	2.1368563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.845139719	28	2.4%
1.9	19	1.6%
2.1	13	1.1%
2.4	13	1.1%
1.4	12	1.0%
1.79	8	0.7%
1.5	8	0.7%
1.7	7	0.6%
2.04	7	0.6%
2.6	6	0.5%
Other values (630)	830	71.2%
(Missing)	214	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.37	1	0.1%
0.68	2	0.2%
0.69	3	0.3%
0.7	2	0.2%
0.723	1	0.1%
0.77	1	0.1%
0.782	1	0.1%
0.794	1	0.1%
0.8	2	0.2%
0.807	1	0.1%

Value	Count	Frequency (%)
11.58	1	0.1%
11.12	1	0.1%
10.55498413	1	0.1%
10.4	1	0.1%
10.27	1	0.1%
10	1	0.1%
9.79	1	0.1%
9.72	1	0.1%
9.1	1	0.1%
8.8	1	0.1%

initial TC(%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	703
Distinct (%)	74.5%
Missing	222
Missing (%)	19.1%
Infinite	0
Infinite (%)	0.0%
Mean	48.693987

Minimum	1.45
Maximum	197
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	1.45
5-th percentile	28.010389
Q1	36.724593
median	41.06
Q3	48.312671
95-th percentile	109.54927
Maximum	197
Range	195.55
Interquartile range (IQR)	11.588078

Descriptive statistics

Standard deviation	27.229587
Coefficient of variation (CV)	0.55919814
Kurtosis	9.5182113
Mean	48.693987
Median Absolute Deviation (MAD)	5.54
Skewness	2.9294619
Sum	45918.43
Variance	741.4504
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.40765076	22	1.9%
38	9	0.8%
72.33	8	0.7%
46.6	7	0.6%
48.99	7	0.6%
40	7	0.6%
78.27	7	0.6%
37.3	7	0.6%
36.9	7	0.6%
44.89	6	0.5%
Other values (693)	856	73.5%
(Missing)	222	19.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.45	3	0.3%
5.8	1	0.1%
5.85	1	0.1%
6	1	0.1%
6.35	1	0.1%
19.14	1	0.1%
19.152	1	0.1%
19.3	1	0.1%
20.2	1	0.1%
21.8	1	0.1%

Value	Count	Frequency (%)
197	1	0.1%
196.75	2	0.2%
185	1	0.1%
180.67	1	0.1%
178.23	1	0.1%
177.9	1	0.1%
174.91	1	0.1%
172.4	1	0.1%
168	1	0.1%
163	1	0.1%

initial CN(%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	468
Distinct (%)	51.8%
Missing	262
Missing (%)	22.5%
Infinite	0
Infinite (%)	0.0%
Mean	21.873341

Minimum	1.1
Maximum	55.983471
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	1.1
5-th percentile	9.5104021
Q1	16
median	20.1
Q3	25.812899
95-th percentile	39.709994
Maximum	55.983471
Range	54.883471
Interquartile range (IQR)	9.8128995

Descriptive statistics

Standard deviation	9.0815696
Coefficient of variation (CV)	0.41518894
Kurtosis	1.3589865
Mean	21.873341
Median Absolute Deviation (MAD)	4.9
Skewness	0.95734524
Sum	19751.627
Variance	82.474906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	51	4.4%
30	43	3.7%
20	29	2.5%
18	20	1.7%
15	20	1.7%
17.8	11	0.9%
21	11	0.9%
32	10	0.9%
19	9	0.8%
18.4	8	0.7%
Other values (458)	691	59.3%
(Missing)	262	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	0.1%
2.536745928	1	0.1%
2.901592789	1	0.1%
4.43	3	0.3%
4.89	1	0.1%
4.916910084	1	0.1%
5.22	1	0.1%
5.4	1	0.1%
6.1	2	0.2%
6.15	1	0.1%

Value	Count	Frequency (%)
55.98347107	1	0.1%
55	1	0.1%
53.73493976	1	0.1%
53.69565217	1	0.1%
53.37662338	1	0.1%
52.88659794	1	0.1%
52.0212766	1	0.1%
51.70992366	1	0.1%
51.5	1	0.1%
51.20879121	1	0.1%

TN loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	494
Distinct (%)	81.4%
Missing	558
Missing (%)	47.9%
Infinite	0
Infinite (%)	0.0%
Mean	22.970922

Minimum	-1
Maximum	85.54023
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	9.2 KiB

Quantile statistics

Minimum	-1
5-th percentile	2.7425561
Q1	11.004942
median	20.85
Q3	32.140076
95-th percentile	49.597
Maximum	85.54023
Range	86.54023
Interquartile range (IQR)	21.135134

Descriptive statistics

Standard deviation	15.101342
Coefficient of variation (CV)	0.65741121
Kurtosis	0.23315924
Mean	22.970922
Median Absolute Deviation (MAD)	10.63
Skewness	0.68239566
Sum	13943.35
Variance	228.05052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	6	0.5%
15.5	5	0.4%
35	5	0.4%
16.99	4	0.3%
27	4	0.3%
23	4	0.3%
0.5	4	0.3%
63	4	0.3%
29.9	3	0.3%
21	3	0.3%
Other values (484)	565	48.5%
(Missing)	558	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	1	0.1%
0.2	1	0.1%
0.28	1	0.1%
0.3	1	0.1%
0.34	1	0.1%
0.37	1	0.1%
0.38	1	0.1%
0.39	1	0.1%
0.4	1	0.1%
0.414	1	0.1%

Value	Count	Frequency (%)
85.54022989	1	0.1%
82	1	0.1%
72	1	0.1%
63	4	0.3%
60	1	0.1%
58.15	2	0.2%
58	1	0.1%
58	1	0.1%
56.79	1	0.1%
56	1	0.1%

NH3-N loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	631
Distinct (%)	89.5%
Missing	460
Missing (%)	39.5%
Infinite	0
Infinite (%)	0.0%
Mean	12.774377

Minimum	0.02
Maximum	160.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.02
5-th percentile	0.18295868
Q1	2
median	11.126062
Q3	19.6
95-th percentile	32.66
Maximum	160.6
Range	160.58
Interquartile range (IQR)	17.6

Descriptive statistics

Standard deviation	13.134421
Coefficient of variation (CV)	1.0281849
Kurtosis	25.587039
Mean	12.774377
Median Absolute Deviation (MAD)	8.873938
Skewness	3.2135879
Sum	9005.9358
Variance	172.51302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.9	5	0.4%
0.11	4	0.3%
0.98493	3	0.3%
12.7	3	0.3%
21.16	3	0.3%
38.7	3	0.3%
22	3	0.3%
21.2	3	0.3%
9.6	3	0.3%
0.25	3	0.3%
Other values (621)	672	57.7%
(Missing)	460	39.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	0.1%
0.0354	1	0.1%
0.04	1	0.1%
0.0413	1	0.1%
0.06	1	0.1%
0.1	1	0.1%
0.11	4	0.3%
0.1137694225	1	0.1%
0.1159278	1	0.1%
0.12155	1	0.1%

Value	Count	Frequency (%)
160.6	1	0.1%
84.51497682	1	0.1%
75.5	1	0.1%
74.71149316	1	0.1%
74.5876815	1	0.1%
72.7944032	1	0.1%
65	1	0.1%
52.92898646	1	0.1%
50.9	1	0.1%
48.9	1	0.1%

N2O-N loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	398
Distinct (%)	74.5%
Missing	631
Missing (%)	54.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.6451723

Minimum	-0.5
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.3%
Memory size	9.2 KiB

Quantile statistics

Minimum	-0.5
5-th percentile	0.022015
Q1	0.22859375
median	0.715
Q3	1.976
95-th percentile	7.263606
Maximum	19
Range	19.5
Interquartile range (IQR)	1.7474063

Descriptive statistics

Standard deviation	2.4258038
Coefficient of variation (CV)	1.4744983
Kurtosis	8.7544843
Mean	1.6451723
Median Absolute Deviation (MAD)	0.575
Skewness	2.6552344
Sum	878.52199
Variance	5.884524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	10	0.9%
0.6	8	0.7%
2	8	0.7%
0.8	6	0.5%
1	6	0.5%
1.5	6	0.5%
1.4	5	0.4%
1.2	5	0.4%
0.4	5	0.4%
0.19	4	0.3%
Other values (388)	471	40.4%
(Missing)	631	54.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5	3	0.3%
0.0006	1	0.1%
0.00068	1	0.1%
0.000756	1	0.1%
0.00189	1	0.1%
0.00234	1	0.1%
0.0025	1	0.1%
0.003	1	0.1%
0.004	1	0.1%
0.006	1	0.1%

Value	Count	Frequency (%)
19	1	0.1%
13.05	1	0.1%
12.65063291	1	0.1%
12	1	0.1%
11.22	1	0.1%
11	1	0.1%
10.1722	1	0.1%
9.9	1	0.1%
9.3	1	0.1%
9.103448276	1	0.1%

TC loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	264
Distinct (%)	71.4%
Missing	795
Missing (%)	68.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.571602

Minimum	5.1
Maximum	92.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	5.1
5-th percentile	10.3135
Q1	25.475
median	43.785
Q3	52.8975
95-th percentile	65.69
Maximum	92.58
Range	87.48
Interquartile range (IQR)	27.4225

Descriptive statistics

Standard deviation	17.615356
Coefficient of variation (CV)	0.43417945
Kurtosis	-0.46904485
Mean	40.571602
Median Absolute Deviation (MAD)	11.73
Skewness	-0.11069083
Sum	15011.493
Variance	310.30077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	8	0.7%
44	5	0.4%
51	5	0.4%
37.8	4	0.3%
40	4	0.3%
54	4	0.3%
32	4	0.3%
53	4	0.3%
59.23	4	0.3%
43	4	0.3%
Other values (254)	324	27.8%
(Missing)	795	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.1	1	0.1%
5.54	1	0.1%
7	1	0.1%
7.04	1	0.1%
7.56	1	0.1%
7.81	1	0.1%
7.9	1	0.1%
8.1	1	0.1%
8.29	1	0.1%
8.3	1	0.1%

Value	Count	Frequency (%)
92.58	1	0.1%
88.83	1	0.1%
88.75	1	0.1%
85.83	1	0.1%
80	1	0.1%
79.33	1	0.1%
75.43	1	0.1%
75	1	0.1%
69.1	1	0.1%
68.8	1	0.1%

CH4-C loss (%)
Real number (ℝ)

Distinct	277
Distinct (%)	69.9%
Missing	769
Missing (%)	66.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0944841

Minimum	0.001166
Maximum	35.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 KiB

Quantile statistics

Minimum	0.001166
5-th percentile	0.0295
Q1	0.147525
median	0.34
Q3	0.77375
95-th percentile	4.5436182
Maximum	35.87
Range	35.868834
Interquartile range (IQR)	0.626225

Descriptive statistics

Standard deviation	2.8612458
Coefficient of variation (CV)	2.6142415
Kurtosis	77.507749
Mean	1.0944841
Median Absolute Deviation (MAD)	0.24
Skewness	7.7826309
Sum	433.41571
Variance	8.1867274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	8	0.7%
0.05	7	0.6%
0.4	6	0.5%
0.12	6	0.5%
0.8	6	0.5%
0.1	6	0.5%
0.13	5	0.4%
0.3	5	0.4%
0.7	5	0.4%
0.27	4	0.3%
Other values (267)	338	29.0%
(Missing)	769	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001166	1	0.1%
0.0012	1	0.1%
0.001337	1	0.1%
0.0018	1	0.1%
0.002	1	0.1%
0.002336	1	0.1%
0.003016	1	0.1%
0.008	1	0.1%
0.0098	1	0.1%
0.01	3	0.3%

Value	Count	Frequency (%)
35.87	1	0.1%
25.2	1	0.1%
24.04	1	0.1%
10	1	0.1%
8.409	1	0.1%
7.5	2	0.2%
7.21	1	0.1%
7.2	2	0.2%
6.4	2	0.2%
6.134185304	1	0.1%

CO2-C loss (%)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	176
Distinct (%)	92.1%
Missing	974
Missing (%)	83.6%
Infinite	0
Infinite (%)	0.0%
Mean	17.233242

Minimum	-0.8
Maximum	84.00333
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.3%
Memory size	9.2 KiB

Quantile statistics

Minimum	-0.8
5-th percentile	0.549
Q1	3.3473599
median	12.135153
Q3	27.095
95-th percentile	47.06
Maximum	84.00333
Range	84.80333
Interquartile range (IQR)	23.74764

Descriptive statistics

Standard deviation	17.14616
Coefficient of variation (CV)	0.99494686
Kurtosis	1.8962755
Mean	17.233242
Median Absolute Deviation (MAD)	9.4671527
Skewness	1.3869988
Sum	3291.5492
Variance	293.99079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.5	2	0.2%
32.1	2	0.2%
33.3	2	0.2%
42.9	2	0.2%
45.6	2	0.2%
23.9	2	0.2%
44.8	2	0.2%
42.4	2	0.2%
37.2	2	0.2%
-0.16	2	0.2%
Other values (166)	171	14.7%
(Missing)	974	83.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8	1	0.1%
-0.16	2	0.2%
0.1	2	0.2%
0.233	1	0.1%
0.235	1	0.1%
0.293	1	0.1%
0.4537795	1	0.1%
0.47	1	0.1%
0.628	1	0.1%
0.6851181	1	0.1%

Value	Count	Frequency (%)
84.00333	1	0.1%
79.56667	1	0.1%
74.43333	1	0.1%
69.3	1	0.1%
60.2	1	0.1%
59	1	0.1%
57.97	1	0.1%
56.949	1	0.1%
52.98333	1	0.1%
48.02	1	0.1%

Auto

Heatmap
Table

	Application Rate (%)	initial moisture content(%)	initial pH	initial TN(%)	initial TC(%)	initial CN(%)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)	material_0	material_1	Excipients_1	Additive Species
Application Rate (%)	1.000	0.113	-0.036	-0.349	-0.249	0.121	-0.006	0.026	0.242	0.147	-0.145	0.323	0.216	0.284	0.557	0.230
initial moisture content(%)	0.113	1.000	0.123	0.151	0.072	-0.204	0.302	0.049	-0.012	0.324	0.097	-0.326	0.161	0.199	0.277	0.287
initial pH	-0.036	0.123	1.000	-0.091	0.037	0.024	-0.052	-0.001	-0.123	0.013	0.003	0.009	0.208	0.105	0.304	0.141
initial TN(%)	-0.349	0.151	-0.091	1.000	0.278	-0.669	0.251	-0.061	-0.243	0.001	-0.042	-0.172	0.122	0.156	0.234	0.084
initial TC(%)	-0.249	0.072	0.037	0.278	1.000	0.187	-0.258	-0.290	-0.217	-0.180	-0.007	-0.531	0.110	0.108	0.247	0.091
initial CN(%)	0.121	-0.204	0.024	-0.669	0.187	1.000	-0.231	0.132	0.285	-0.075	0.068	-0.131	0.172	0.201	0.405	0.238
TN loss (%)	-0.006	0.302	-0.052	0.251	-0.258	-0.231	1.000	0.672	0.452	0.493	-0.056	0.404	0.134	0.172	0.384	0.138
NH3-N loss (%)	0.026	0.049	-0.001	-0.061	-0.290	0.132	0.672	1.000	0.396	0.287	0.063	0.414	0.000	0.113	0.385	0.141
N2O-N loss (%)	0.242	-0.012	-0.123	-0.243	-0.217	0.285	0.452	0.396	1.000	0.512	0.314	0.315	0.124	0.091	0.264	0.158
TC loss (%)	0.147	0.324	0.013	0.001	-0.180	-0.075	0.493	0.287	0.512	1.000	0.221	0.635	0.151	0.224	0.494	0.300
CH4-C loss (%)	-0.145	0.097	0.003	-0.042	-0.007	0.068	-0.056	0.063	0.314	0.221	1.000	0.114	0.000	0.000	0.064	0.340
CO2-C loss (%)	0.323	-0.326	0.009	-0.172	-0.531	-0.131	0.404	0.414	0.315	0.635	0.114	1.000	0.265	0.351	0.371	0.276
material_0	0.216	0.161	0.208	0.122	0.110	0.172	0.134	0.000	0.124	0.151	0.000	0.265	1.000	0.995	0.728	0.111
material_1	0.284	0.199	0.105	0.156	0.108	0.201	0.172	0.113	0.091	0.224	0.000	0.351	0.995	1.000	0.733	0.141
Excipients_1	0.557	0.277	0.304	0.234	0.247	0.405	0.384	0.385	0.264	0.494	0.064	0.371	0.728	0.733	1.000	0.393
Additive Species	0.230	0.287	0.141	0.084	0.091	0.238	0.138	0.141	0.158	0.300	0.340	0.276	0.111	0.141	0.393	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	material_0	material_1	Excipients_1	Additive Species	Application Rate (%)	initial moisture content(%)	initial pH	initial TN(%)	initial TC(%)	initial CN(%)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)
0	Manure	Swine manure	Corn stalk	NaN	NaN	65.0	7.60664	2.660	39.90	15.0	35.0	28.00	NaN	50.0	NaN	NaN
1	Manure	Swine manure	Corn stalk	Chemical	0.409	65.0	7.41084	2.660	39.90	15.0	12.0	9.00	NaN	53.0	NaN	NaN
2	Manure	Swine manure	Corn stalk	Chemical	0.497	65.0	6.61538	2.660	39.90	15.0	5.0	4.00	NaN	55.0	NaN	NaN
3	Manure	Swine manure	Corn stalk	Chemical	0.454	65.0	6.40734	2.660	39.90	15.0	1.0	0.50	NaN	43.0	NaN	NaN
4	Manure	Cow manure	Sawdust	NaN	NaN	NaN	7.52000	1.310	47.16	36.0	16.0	7.26	NaN	NaN	NaN	NaN
5	Manure	Cow manure	Sawdust	Physical	17.000	NaN	7.58000	1.140	NaN	NaN	6.1	3.59	NaN	NaN	NaN	NaN
6	Sewage sludge	NaN	Sawdust	NaN	NaN	NaN	7.70000	2.850	NaN	NaN	35.1	15.53	NaN	NaN	NaN	NaN
7	Sewage sludge	NaN	Sawdust	Physical	17.000	NaN	7.40000	1.850	35.15	19.0	11.4	13.53	NaN	NaN	NaN	NaN
8	Manure	Cow manure	Sawdust	NaN	NaN	61.7	7.87000	0.984	50.60	51.5	-1.0	6.79	NaN	NaN	NaN	NaN
9	Manure	Cow manure	Sawdust	Physical	6.000	61.4	7.94000	1.120	49.90	44.6	4.5	2.95	NaN	NaN	NaN	NaN

	material_0	material_1	Excipients_1	Additive Species	Application Rate (%)	initial moisture content(%)	initial pH	initial TN(%)	initial TC(%)	initial CN(%)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)
1155	NaN	NaN	NaN	NaN	NaN	76.28	NaN	NaN	78.270000	NaN	NaN	0.150	0.328	NaN	0.800	3.754
1156	NaN	NaN	NaN	NaN	NaN	82.52	NaN	3.20000	86.880000	27.150000	NaN	0.412	0.223	NaN	0.360	1.312
1157	NaN	NaN	NaN	NaN	NaN	77.67	NaN	2.92000	123.790000	42.393836	NaN	0.128	0.432	NaN	0.270	7.299
1158	NaN	NaN	NaN	NaN	NaN	72.04	NaN	2.60000	178.230000	22.351349	NaN	0.223	0.168	NaN	0.180	8.177
1159	NaN	NaN	NaN	NaN	NaN	45.32	7.35	2.84514	174.910000	12.013049	NaN	NaN	0.140	NaN	0.410	2.818
1160	NaN	NaN	NaN	NaN	NaN	57.90	8.14	10.27000	56.407651	31.372931	NaN	NaN	0.380	NaN	0.250	11.935
1161	NaN	NaN	NaN	NaN	NaN	62.90	8.20	2.84514	56.407651	25.006729	NaN	0.740	NaN	NaN	NaN	0.100
1162	NaN	NaN	NaN	NaN	NaN	62.90	8.20	2.84514	56.407651	25.006729	NaN	0.351	NaN	NaN	NaN	0.100
1163	NaN	NaN	NaN	NaN	NaN	59.66	9.00	NaN	NaN	NaN	NaN	NaN	0.168	NaN	0.785	0.235
1164	NaN	NaN	NaN	NaN	NaN	76.00	8.20	3.89000	69.210000	17.791774	NaN	1.500	1.100	NaN	2.940	5.635

Most frequently occurring

	material_0	material_1	Excipients_1	Additive Species	Application Rate (%)	initial moisture content(%)	initial pH	initial TN(%)	initial TC(%)	initial CN(%)	TN loss (%)	NH3-N loss (%)	N2O-N loss (%)	TC loss (%)	CH4-C loss (%)	CO2-C loss (%)	# duplicates
36	Manure	Swine manure	NaN	Chemical	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3
0	Food waste	NaN	NaN	Chemical	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
1	Manure	Cow manure	Pine Sawdust	Physical	23.0	73.9510	7.60	0.68	32.33	47.5	28.27	18.668508	6.564822	53.04	NaN	NaN	2
2	Manure	Cow manure	Pine Sawdust	NaN	NaN	75.5746	7.70	0.85	40.41	47.5	44.15	21.764741	7.111570	61.65	NaN	NaN	2
3	Manure	Cow manure	Rice straw	Physical	23.0	55.0916	8.00	0.80	29.73	37.1	46.31	26.722237	6.738177	55.46	NaN	NaN	2
4	Manure	Cow manure	Rice straw	NaN	NaN	62.3508	8.20	1.00	37.16	37.2	58.15	22.364625	4.246586	64.61	NaN	NaN	2
5	Manure	Poultry manure	Plant straw	Physical	5.0	60.0000	7.13	1.70	51.00	30.0	8.15	NaN	NaN	37.80	NaN	NaN	2
6	Manure	Poultry manure	Plant straw	Physical	5.0	60.0000	7.16	1.82	45.50	25.0	16.31	NaN	NaN	39.60	NaN	NaN	2
7	Manure	Poultry manure	Plant straw	Physical	5.0	60.0000	7.48	1.63	48.90	30.0	16.99	NaN	NaN	40.50	NaN	NaN	2
8	Manure	Poultry manure	Plant straw	Physical	5.0	60.0000	7.69	1.78	44.50	25.0	18.35	NaN	NaN	30.60	NaN	NaN	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Math Symbol

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring